Will It Run AI

AlibabaAlibaba

Qwen 2.5 Coder 3B

Atual
Nov 2024Publicado131K tokensContextoApache 2.0Licença61 BomQualidade

Qwen 2.5 Coder 3B (3B parameters) requires approximately 5.8 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 7 GB of VRAM.

Comece agora

— copie e cole para rodar localmente

Copy-paste commands to run Qwen 2.5 Coder 3B on your machine.

Run

ollama run qwen2.5-coder:3b

Quick specs

Parameters3B
Architecturedense
Context131K tokens
Modalitytext
Min RAM1.2 GB
Rec. RAM1.8 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
Code

About this model

Compact coding model with solid code completion and generation for resource-constrained environments.

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Opções de quantização

Estimativas de VRAM por nível de quantização

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
1.2 GB
Low
Q3_K_S
3
1.5 GB
Low
NVFP4
4
1.7 GB
Medium
Q4_K_M
4
1.8 GB
Medium
Q5_K_M
5
2.2 GB
High
Q6_K
6
2.5 GB
High
Q8_0
8
3.2 GB
Very High
F16
16
6.1 GB
Maximum

Quality benchmarks

Qwen 2.5 Coder 3B benchmark scores

Benchmark verified

Coding

SWE-bench Verified
HumanEval+80.5%
Aider Polyglot
LiveCodeBench10.8%

Source: official · 2024-11-12

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

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Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights1.8 GB
KV Cache2.2 GB
Runtime1.2 GB
Headroom0.6 GB

Perguntas frequentes

FAQ — Qwen 2.5 Coder 3B

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